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cs.LG2026
Distill What the Student Can See: Fisher-Projected On-Policy Distillation for Vision-Language Models
Leyan Xue, Feng Xiong, Mingjun Ma +1
On-policy distillation (OPD) samples trajectories from the current student policy and minimizes token-level divergence between student and teacher next-token distributions at prefi…
cs.LG2025
MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains
Leyan Xue, Changqing Zhang, Kecheng Xue +3
Although multimodal fusion has made significant progress, its advancement is severely hindered by the lack of adequate evaluation benchmarks. Current fusion methods are typically e…